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Page 1
Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics.
Wennmann M, Ming W, Bauer F, Chmelik J, Klein A, Uhlenbrock C, Grözinger M, Kahl KC, Nonnenmacher T, Debic M, Hielscher T, Thierjung H, Rotkopf LT, Stanczyk N, Sauer S, Jauch A, Götz M, Kurz FT, Schlamp K, Horger M, Afat S, Besemer B, Hoffmann M, Hoffend J, Kraemer D, Graeven U, Ringelstein A, Bonekamp D, Kleesiek J, Floca RO, Hillengass J, Mai EK, Weinhold N, Weber TF, Goldschmidt H, Schlemmer HP, Maier-Hein K, Delorme S, Neher P. Wennmann M, et al. Invest Radiol. 2023 Oct 1;58(10):754-765. doi: 10.1097/RLI.0000000000000986. Epub 2023 May 22. Invest Radiol. 2023. PMID: 37222527
Test-retest, inter- and intra-rater reproducibility of size measurements of focal bone marrow lesions in MRI in patients with multiple myeloma.
Wennmann M, Grözinger M, Weru V, Hielscher T, Rotkopf LT, Bauer F, Gnirs R, Nonnenmacher T, Sauer S, Goldschmidt H, Weinhold N, Bonekamp D, Weber TF, Schlemmer HP, Delorme S. Wennmann M, et al. Br J Radiol. 2023 Apr 1;96(1145):20220745. doi: 10.1259/bjr.20220745. Epub 2023 Apr 12. Br J Radiol. 2023. PMID: 37001052 Free PMC article.
Deep Learning for Automatic Bone Marrow Apparent Diffusion Coefficient Measurements From Whole-Body Magnetic Resonance Imaging in Patients With Multiple Myeloma: A Retrospective Multicenter Study.
Wennmann M, Neher P, Stanczyk N, Kahl KC, Kächele J, Weru V, Hielscher T, Grözinger M, Chmelik J, Zhang KS, Bauer F, Nonnenmacher T, Debic M, Sauer S, Rotkopf LT, Jauch A, Schlamp K, Mai EK, Weinhold N, Afat S, Horger M, Goldschmidt H, Schlemmer HP, Weber TF, Delorme S, Kurz FT, Maier-Hein K. Wennmann M, et al. Invest Radiol. 2023 Apr 1;58(4):273-282. doi: 10.1097/RLI.0000000000000932. Epub 2022 Oct 3. Invest Radiol. 2023. PMID: 36256790
In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disorders: A Prospective Bi-institutional Study.
Wennmann M, Bauer F, Klein A, Chmelik J, Grözinger M, Rotkopf LT, Neher P, Gnirs R, Kurz FT, Nonnenmacher T, Sauer S, Weinhold N, Goldschmidt H, Kleesiek J, Bonekamp D, Weber TF, Delorme S, Maier-Hein K, Schlemmer HP, Götz M. Wennmann M, et al. Invest Radiol. 2023 Apr 1;58(4):253-264. doi: 10.1097/RLI.0000000000000927. Epub 2022 Sep 16. Invest Radiol. 2023. PMID: 36165988
Combining Deep Learning and Radiomics for Automated, Objective, Comprehensive Bone Marrow Characterization From Whole-Body MRI: A Multicentric Feasibility Study.
Wennmann M, Klein A, Bauer F, Chmelik J, Grözinger M, Uhlenbrock C, Lochner J, Nonnenmacher T, Rotkopf LT, Sauer S, Hielscher T, Götz M, Floca RO, Neher P, Bonekamp D, Hillengass J, Kleesiek J, Weinhold N, Weber TF, Goldschmidt H, Delorme S, Maier-Hein K, Schlemmer HP. Wennmann M, et al. Invest Radiol. 2022 Nov 1;57(11):752-763. doi: 10.1097/RLI.0000000000000891. Epub 2022 May 27. Invest Radiol. 2022. PMID: 35640004
Whole-body magnetic resonance imaging plus serological follow-up for early identification of progression in smouldering myeloma patients to prevent development of end-organ damage.
Wennmann M, Goldschmidt H, Mosebach J, Hielscher T, Bäuerle T, Komljenovic D, McCarthy PL, Merz M, Schlemmer HP, Raab MS, Sauer S, Delorme S, Hillengass J. Wennmann M, et al. Br J Haematol. 2022 Oct;199(1):65-75. doi: 10.1111/bjh.18232. Epub 2022 May 24. Br J Haematol. 2022. PMID: 35608264
20 results